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代表性论文

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1

Beyond Sparsity: the Role of L1-optimizer in Pattern Classification

Jian Yang, Lei Zhang, Yong Xu, Jing-Yu Yang

Pattern Recognition

2012, (45) 1104-1118

SCI

2

From Classifiers to Discriminators: A Nearest Neighbor Rule Induced Discriminant Analysis

Jian Yang, Lei Zhang, Jing-Yu Yang, David Zhang

Pattern Recognition

2011, 44(7)1387-140

SCI

3

Bimode Model for Face Recognition and Face Representation

Hui Yan, Jian Yang, Jing-Yu Yang

Neurocomputing,

2011, 74(5)741-748

SCI

4

Localized Twin SVM via Convex Minimization.

Ye, Qiaolin; Zhao, Chunxia; Ye, Ning ; Chen, Xiaobo

Neurocomputing.

2011, 74(4)580-587

SCI

5

Similarity Preserving Principal Curve: an Optimal One-dimensional Feature Extractor for Data Representation

Ming-ming Sun, Jian Yang, Chuancai Liu, and Jing-yu Yang

IEEE Transactions on Neural Networks

2010, 21(9): 1445-1456

SCI

6

A Two-Step Framework for Highly Nonlinear Data Unfolding

Ming-ming Sun, Chuancai Liu, Jian Yang, and Jing-yu Yang

Neurocomputing,

2010, 73 (10-12):1801~1807

SCI

7

What Kind of Color Spaces is Suitable for Color Face Recognition?

Jian Yang, Chengjun Liu, Jing-Yu Yang

Neurocomputing,

2010(73): 2140-2146

SCI

8

Color Space Normalization: Enhancing the Discriminating Power of Color Spaces for Face Recognition

Jian Yang, Chengjun Liu, Lei Zhang

Pattern Recognition

2010,43(4): 1454-1466

SCI

9

Face Recognition Using Discriminant Locality Preserving Projections Based on Maximum Margin Criterion

Gui-Fu Lu, Zhong Lin, Zhong Jin

Pattern Recognition

2010,43(10): 3572-2579,

SCI

10

Robust Face Recognition Based on Illumination Invariant in Nonsubsampled contourlet transform domain

Cheng Y,Hou Yingkun,Zhao Chunxia,Li Zuoyong,Hu Yong,Wang Cailing.

Neurocomputing.

2010, 73(10 -12):2217-2224

SCI

11

AUC Maximization Linear Classifier Based on Active Learning and Its Application

Guang Han,Chunxia Zhao

Neurocomputing.

2010, 73(7~9): 1272~1280

SCI

12

Feature Extraction Based on Laplacian Bidirectional Maximum Margin Criterion

Wankou Yang, Jianguo Wang, Mingwu Ren, Jingyu Yang

Pattern Recognition

2009,42(11):2327-2334

SCI

13

Two-dimensional Local Graph Embedding Discriminant Analysis (2DLGEDA) with Its Application to Face and Palm Biometrics

Minghua. Wan, Zhihui Lai, Jie Shao, Zhong Jin

Neurocomputing

2009, 73(1-3):197-203

SCI

14

Color Image Discriminant Models and Algorithms for Face Recognition

Jian Yang, Chengjun Liu

IEEE Transactions on Neural Networks

2008,19(12): 2088-2098

SCI

15

A Double-Threshold Image Binarization Method Based on Edge Detector

Chen Q, Sun Q S, Heng P A, Xia D S

Pattern Recongition

2008, 41(4): 1254-1267

SCI

16

Image Retrieval Based on the Texton Co-occurrence Matrix

Liu Guang-hai, Yang Jingyu

Pattern Recongition

2008, 41(12):3521 -3527

SCI

17

Locally Minimizing: Unsupervised Discriminant Projection with Applications to Face and Palm Biometrics

Jian Yang, David Zhang, Jing-yu Yang

IEEE Transactions on Pattern analysis and machine intelligence

2007,29(4): 650-664

SCI

18

Horizontal and Vertical 2DPCA-based Discriminant analysis for Face Verification on a Large-scale Database

Jian Yang, Chengjun Liu

IEEE Transactions on Information Forensics and Security

2007,2(4):781-792

SCI

19

Constructing PCA baseline algorithms to reevaluate ICA-based face-recognition performance

Jian Yang, David Zhang

IEEE Transactions on Systems, Man, and Cybernetics Part B: Cybernetics

2007,37(4):1015-1021

SCI

20

Face Detection Using Template Matching and Skin-color Information

Zhong Jin, Zhen Lou

Neurocomputing

2007,70(4):794-800

SCI